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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

3.4k records2107 liveRefine in search →
Press ReleaseMCP serverMCP
by pipeworx-io
Unavailable

press-release MCP — wraps StupidAPIs (requires X-API-Key)

Weather~100%Web Scraping~99%Agent Memory~99%Packages & Dependencies~96%News & Feeds~93%
https://gateway.pipeworx.io/press-release/mcp6/wkpublished 2 mo agook 13 d ago
ObrisMCP serverMCP
by ai.obris
Unavailable

Stop re-explaining yourself to AI. Save knowledge once, use it in every conversation.

Vector Search
https://mcp.obris.aipublished 7 mo ago
MidOS - MCP Community LibraryMCP serverMCP
by MidOSresearch
Unavailable

Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

Vector Search~100%
https://midos.dev/mcppublished 9 mo ago
RelexAgentA2AMCP
by Relex Legal AI
Unavailable

Legal Workspace — One source of truth for any Agent — confidential by design. Keep matter context, knowledge and saved progress in Relex and authorize compatible agents to continue from it. Recommended integration is the hosted MCP endpoint (OAuth, search and execute) at /api/mcp. Private chat hist…

Contracts & LegalKnowledge GraphsVector Search
https://relex.legal/api/mcp
AgentSearchAgentA2A
by AgentSearch
Unavailable

Web search, URL-to-markdown extract and headless render APIs for AI agents and MCP. $0.005 per call, 25 free searches/day, no API key or signup.

Browser AutomationVector SearchDeep Web ResearchWeb Search~99%Agent Discovery~83%
https://relay.agentsearchhq.com/v1/search
Calera FINSEC — Certified SEC MemoryMCP serverMCP
by Calera-Labs
Unavailable

Certified SEC EDGAR fact memory for AI agents with zero hallucination and filing provenance.

Databases~100%Version Control~100%Agent Memory~100%Knowledge Graphs~100%Project Management~96%
https://finsec.caleralabs.com/mcpok 8 d ago
Agent Failure ArchiveMCP serverMCP
by HanbeenMoon
Unavailable

186 real AI agent post-mortems, 107 of them measurement failures. Free tools, paid via x402.

Payments~100%Vector Search~55%E-commerce Operations~51%
https://desktop-ai2ata5-1.tailfeb765.ts.net/mcpok 8 d ago
KinocutMCP serverMCP
by tech.kyanitelabs
Unavailable

Guardrailed video editing for AI agents: FFmpeg, captions, effects, Hyperframes, and receipts.

Video Editing~100%Document Conversion~100%Filesystem~100%E-commerce Operations~100%Vector Search~99%
https://mcp.kyanitelabs.tech/mcpok 19 d ago
MLP Vector ClubMCP serverMCP
by MLP-VectorClub
Unavailable

Search and edit the MLP Vector Club color guide: appearances, tags, shows and reservations.

Vector Search~100%
https://api.mlpvector.club/mcp
Johto DataAgentA2A
by Johto Data
Unavailable

Valuable data for agents, paid per call in USDC on Base via x402. No API key or signup. Sample at no charge on every route with ?sample=1. Not charged if the fetch fails or nothing matches.

Deep Web ResearchPaymentsHR & RecruitingWeb ScrapingMarkets & Trading
https://johto-x402-api.johtodata.workers.dev/a2aok 11 d ago
marketing-engineMCP serverMCP
by nz.phos
Unavailable

AI marketing — content generation, competitor analysis, social publishing.

Marketing~100%Vector Search~100%Identity & Access~100%Calendar & Scheduling~53%Writing & Editing~51%
https://api.phos.nz/mcpok 17 d ago
Messe AtlasMCP serverMCP
by com.messeatlas
Unavailable

MICE data for AI agents: trade shows, exhibitors, organizers, venues, halls, subsidies. Asia-first.

Vector Search~58%SEO~53%Calendar & Scheduling~51%
https://messeatlas.com/mcpok 19 d ago
DeepMemMCP serverMCP
by deepmemteam
Unavailable

Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.

Vector Search~100%Agent Memory~100%Data Extraction~55%Evaluation & Benchmarks~51%
https://deepmem.dev/mcpok 20 d ago
Agent HubAgentA2A
by Citiview Group
Unavailable

Agent Hub sells 71 pay-per-call tools to AI agents with no account or API key: web search, scraping, PDF, OCR, speech, translation, LLM, embeddings, SEC filings, company registry, economic data, crypto token risk, DeFi yields, perps, Polymarket odds and more. This A2A agent is a free concierge: des…

TranslationWeb SearchVector SearchMarkets & TradingOCR
https://agents.torbrooknews.com/a2aok 22 d ago
Citiview Agent MarketAgentA2A
by Citiview Group
Unavailable

Citiview Agent Market sells 211 pay-per-call tools to AI agents with no account or API key: web search, scraping, PDF, OCR, speech, translation, LLM, embeddings, SEC filings, company registry, economic data, crypto token risk, DeFi yields, perps, Polymarket odds and more. This A2A agent is a free c…

Vector SearchFilesystemTasks & To-doNotificationsAgent Memory
https://agents.citiviewgroup.com/a2aok 12 d ago
AgentRXIAgentA2A
by AgentRXI
Unavailable

AgentRXI sells 251 pay-per-call tools to AI agents with no account or API key: web search, scraping, PDF, OCR, speech, translation, LLM, embeddings, SEC filings, company registry, economic data, crypto token risk, DeFi yields, perps, Polymarket odds, voice agents (live speech-to-text, TURN, meeting…

Speech Recognition~100%OCRVector SearchEmailCalendar & Scheduling
https://agentrxi.com/a2aok 22 d ago
Aayat AIAgentA2AMCP
by Aayat AI (a trading name of Faisal Aziz, a sole trader in England, UK)
Unavailable

Pay-per-use data and tools for AI agents: crypto token safety, prices and wallets, an LLM gateway, web search and documents to Markdown, library docs, package safety and AI model prices for coding agents, company research, news, UK/EU open data and an x402 market guide. Pay per call in USDC with x4…

Spreadsheets~100%Web SearchNews & FeedsPackages & DependenciesDocumentation Lookup
https://aayatai.com/mcpok 29 d ago
Mudpie Public MCPMCP serverMCP
by mudpie.ai
Unavailable

Search Mudpie's public pages, get cited answers, and assess fit against stated requirements.

Vector Search~58%E-commerce Operations~53%Pricing & Quotes~51%
https://mudpie.mudpie.ai/mcp/publicok 1 mo ago
agentic.noAgentA2A
by AdFunc AS
Unavailable

Discovery and broker agent for an agent-to-agent inference marketplace. It finds GPU sellers (and agentic.no's own on-demand pool) serving a model, cheapest first, and points you at OpenAI-compatible endpoints for chat, embeddings, transcription and image generation. Every inference call is paid pe…

Image GenerationSpeech RecognitionVector SearchTeam Chat
https://agentic.nook 1 mo ago
rag-service-mcpMCP serverMCP
by sercanmetalore
Unavailable

RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…

Vector Search~100%
https://mcp.boykaf.com/rag-service/mcp
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Machine query
GET /api/v1/search?capability=data.vector-search&status=live
Aliases

vector, embeddings, semantic search, pinecone, qdrant, weaviate, chroma, rag

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